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Immanuel Trummer

Author ID
o0000-0002-7203-2349
ORCID
0000-0002-7203-2349
Links
(found by gpt-5.6-luna on jul 24 2026)
Most Frequent Institution
Cornell University
Pagerank
0.43720197
Overall Rank
84 | 99.62%
Paper Count
56

Affiliation Timeline

Incoming Non-self Citations Over Time

Total yearly non-self incoming citations across all papers by this author.

Publications by Paper Pagerank

Showing 50 of 56 publications.

Rank Title Year Venue Pagerank
501 Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes 2024 VLDB 0.00017267905
1,250 DB-BERT: A Database Tuning Tool that "Reads the Manual" 2022 SIGMOD 0.00011339256
1,603 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2019 SIGMOD 0.00010097649
1,800 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2018 VLDB 9.6093317e-05
1,975 CodexDB: Synthesizing Code for Query Processing from Natural Language Instructions using GPT-3 Codex 2022 VLDB 9.2807031e-05
2,450 ThalamusDB: Approximate Query Processing on Multi-Modal Data 2024 SIGMOD 8.4474092e-05
2,524 Multi-Objective Parametric Query Optimization 2015 VLDB 8.3439125e-05
2,771 Multiple Query Optimization on the D-Wave 2X Adiabatic Quantum Computer 2016 VLDB 8.0369366e-05
3,139 Solving the Join Ordering Problem via Mixed Integer Linear Programming 2017 SIGMOD 7.6046928e-05
3,645 UDO: Universal Database Optimization using Reinforcement Learning 2021 VLDB 7.1397796e-05
4,442 From BERT to GPT-3 Codex: Harnessing the Potential of Very Large Language Models for Data Management 2022 VLDB 6.5988336e-05
4,980 An Incremental Anytime Algorithm for Multi-Objective Query Optimization 2015 SIGMOD 6.3293674e-05
5,066 Scrutinizer: Fact Checking Statistical Claims 2020 VLDB 6.2899476e-05
5,138 Verifying Text Summaries of Relational Data Sets 2019 SIGMOD 6.2579762e-05
5,199 Exact Cardinality Query Optimization with Bounded Execution Cost 2019 SIGMOD 6.2327836e-05
5,223 Approximation Schemes for Many-Objective Query Optimization 2014 SIGMOD 6.2212838e-05
5,357 Can Large Language Models Predict Data Correlations from Column Names? 2023 VLDB 6.1619918e-05
5,501 SemBench: A Benchmark for Semantic Query Processing Engines 2026 VLDB 6.1027188e-05
5,679 Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond 2020 VLDB 6.0404239e-05
5,908 Quantum-Inspired Digital Annealing for Join Ordering 2024 VLDB 5.9506986e-05
6,071 Demonstrating GPT-DB: Generating Query-Specific and Customizable Code for SQL Processing with GPT-4 2023 VLDB 5.8962612e-05
6,860 SpareLLM: Automatically Selecting Task-Specific Minimum-Cost Large Language Models under Equivalence Constraint 2025 SIGMOD 5.6613762e-05
7,062 Towards NLP-Enhanced Data Profiling Tools 2022 CIDR 5.6101715e-05
7,104 Data Vocalization with CiceroDB 2019 CIDR 5.601767e-05
7,203 Mining Subjective Properties on the Web 2015 SIGMOD 5.5865623e-05
7,367 ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning 2023 VLDB 5.5411636e-05
7,402 Large-Scale Multiple Query Optimisation with Incremental Quantum(-Inspired) Annealing 2026 SIGMOD 5.5357529e-05
7,657 Demonstrating the Voice-Based Exploration of Large Data Sets with CiceroDB-Zero 2020 VLDB 5.4772833e-05
7,748 AggChecker: A Fact-Checking System for Text Summaries of Relational Data Sets 2019 VLDB 5.4600562e-05
7,764 DBG-PT: A Large Language Model Assisted Query Performance Regression Debugger 2024 VLDB 5.4564979e-05
8,016 Generating Succinct Descriptions of Database Schemata for Cost-Efficient Prompting of Large Language Models 2024 VLDB 5.4065977e-05
8,036 Demonstrating SQLBarber: Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads 2025 SIGMOD 5.4025086e-05
8,232 Demonstrating UDO: A Unified Approach for Optimizing Transaction Code, Physical Design, and System Parameters via Reinforcement Learning 2021 SIGMOD 5.3721763e-05
8,258 The Case for NLP-Enhanced Database Tuning: Towards Tuning Tools that “Read the Manual” 2021 VLDB 5.3671363e-05
8,524 ROME: Robust Query Optimization via Parallel Multi-Plan Execution 2024 SIGMOD 5.3231221e-05
8,651 Hybrid Mixed Integer Linear Programming for Large-Scale Join Order Optimisation 2026 VLDB 5.2945994e-05
8,838 Demonstrating DB-BERT: A Database Tuning Tool that "Reads" the Manual 2022 SIGMOD 5.2670355e-05
8,850 SkinnerMT: Parallelizing for Efficiency and Robustness in Adaptive Query Processing on Multicore Platforms 2023 VLDB 5.2645282e-05
8,971 A Fast Randomized Algorithm for Multi-Objective Query Optimization 2016 SIGMOD 5.2462912e-05
9,454 SQLBarber: A System Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads 2026 SIGMOD 5.1736782e-05
9,621 Parallelizing Query Optimization on Shared-Nothing Architectures 2016 VLDB 5.1497631e-05
10,973 Demonstrating GenDB: Instance-Optimized and Customized Query Processing Code Generation via LLM Agents 2026 VLDB 4.9793485e-05
10,998 Demonstrating TACT: Tunable Accuracy-Cost Trade-offs for Semantic Image Filtering 2026 VLDB 4.9793485e-05
11,149 Demonstrating CEDAR: A System for Cost-Efficient Data-Driven Claim Verification 2025 SIGMOD 4.9793485e-05
11,165 SwellDB: Dynamic Query-Driven Table Generation with Large Language Models 2025 SIGMOD 4.9793485e-05
11,364 CEDAR: A System for Cost-Efficient Data-Driven Claim Verification 2025 VLDB 4.9793485e-05
11,806 Demonstrating ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Joins via Reinforcement Learning 2023 VLDB 4.9793485e-05
11,890 BABOONS: Black-Box Optimization of Data Summaries in Natural Language 2022 VLDB 4.9793485e-05
11,965 Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries 2021 SIGMOD 4.9793485e-05
12,008 Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries 2021 VLDB 4.9793485e-05
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Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Saehan Jo 10 799 0.088591431
Christoph Koch 7 62 0.50401829
Junxiong Wang 5 1,614 0.048287486